DocumentCode :
2237936
Title :
Study and implementation of personalized searching system based on user´s interest model
Author :
Xue Li ; Junping Du ; Lingling Zi ; Shimohara, Katsunori
Author_Institution :
Sch. of Comput. Sci., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear :
2012
fDate :
Oct. 30 2012-Nov. 1 2012
Firstpage :
1
Lastpage :
5
Abstract :
The common personalized searching technology can neither make full use of features of domain knowledge, nor understand the user´s special needs in this field. Aiming at solving this issue, this paper studies personalized searching technology combining the characteristics of domain. Facing tourism fields, this paper designs and realizes a user-based personalized searching system, and provides with its general framework and implementation of system functions. The tourism field knowledge database is firstly established. According to the user´s browsing history and personal information, this paper builds the user-interest model based on tourism areas, and then realizes the personalized information recommendation technology and information expanding searching. The results show that the information searching based on domain knowledge and tourism information achieves better results in recall rate, accuracy and recommend function than traditional searching engine.
Keywords :
personal information systems; recommender systems; travel industry; domain knowledge; information expanding searching; personalized information recommendation technology; recommend function; searching engine; system functions; tourism field knowledge database; tourism information; user browsing history; user interest model; user-based personalized searching system; Cities and towns; Databases; Educational institutions; Engines; History; Search engines; Time-frequency analysis; Attractions priority; Personalized searching; Regional weight; Tourism area;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cloud Computing and Intelligent Systems (CCIS), 2012 IEEE 2nd International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-1855-6
Type :
conf
DOI :
10.1109/CCIS.2012.6664355
Filename :
6664355
Link To Document :
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